Search Results for author: Richard J Dobson

Found 2 papers, 1 papers with code

Foresight -- Generative Pretrained Transformer (GPT) for Modelling of Patient Timelines using EHRs

2 code implementations • 13 Dec 2022 • Zeljko Kraljevic, Dan Bean, Anthony Shek, Rebecca Bendayan, Harry Hemingway, Joshua Au Yeung, Alexander Deng, Alfie Baston, Jack Ross, Esther Idowu, James T Teo, Richard J Dobson

We explore how temporal modelling of patients from free text and structured data, using deep generative transformers can be used to forecast a wide range of future disorders, substances, procedures or findings.

named-entity-recognition Named Entity Recognition +1

411

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Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals

no code implementations • 15 Aug 2021 • Kawsar Noor, Lukasz Roguski, Alex Handy, Roman Klapaukh, Amos Folarin, Luis Romao, Joshua Matteson, Nathan Lea, Leilei Zhu, Wai Keong Wong, Anoop Shah, Richard J Dobson

To tackle this problem at University College London Hospitals, we have deployed an enhanced version of the CogStack platform; an information retrieval platform with natural language processing capabilities which we have configured to process the hospital's existing and legacy records.

Information Retrieval Retrieval

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